Trae1ounG / Awesome-Parametric-Knowledge-in-LLMsLinks
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
☆21Updated 2 months ago
Alternatives and similar repositories for Awesome-Parametric-Knowledge-in-LLMs
Users that are interested in Awesome-Parametric-Knowledge-in-LLMs are comparing it to the libraries listed below
Sorting:
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆85Updated 7 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆131Updated last year
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆68Updated 7 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆93Updated 5 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆134Updated this week
- ☆114Updated 4 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆258Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆251Updated last week
- AI Alignment: A Comprehensive Survey☆135Updated last year
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆77Updated 5 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆73Updated last month
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆63Updated 3 months ago
- Multimodal Large Language Models for Code Generation under Multimodal Scenarios☆102Updated this week
- awesome SAE papers☆39Updated last month
- [ICLR 2025] Released code for paper "Spurious Forgetting in Continual Learning of Language Models"☆49Updated 2 months ago
- ☆85Updated last month
- ☆242Updated 2 weeks ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆127Updated 10 months ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆58Updated 7 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆74Updated last month
- A curated list of resources for activation engineering☆95Updated last month
- Reproducing R1 for Code with Reliable Rewards☆237Updated 2 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆159Updated 2 weeks ago
- ☆64Updated last month
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆166Updated 3 weeks ago
- LLM hallucination paper list☆319Updated last year
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆235Updated last month
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆77Updated last week
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆125Updated 4 months ago